Table · dataset · 2026
Methodological sensitivity in composite spatial heat vulnerability indices and implications for decision-making - Supplementary Material
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Description
<p dir="ltr">This data package contains materials supplementary to <b>Methodological sensitivity in composite spatial heat vulnerability indices and implications for decision-making</b> available as a preprint <a href="dx.doi.org/10.2139/ssrn.7467835" target="_blank" rel="noreferrer">dx.doi.org/10.2139/ssrn.7467835</a></p><p dir="ltr">This work has evolved over multiple iterations, including a CPGIS Student Paper Competition presentation at the <i>33rd International Conference on Geoinformatics 2026</i>.</p><p dir="ltr">This data package contains the following:</p><p dir="ltr">Jupyter processing notebooks for each spatial composition framework to perform normalisation, weighting, generate the sub-indices and resultant composite heat vulnerability indices, and perform consensus agreement.</p><p dir="ltr">/Figures</p><ol><li>Supplementary figures of the HVI spatial distribution for each city-weighting-composition combination.</li></ol><p dir="ltr">/Google Earth Engine Scripts</p><ol><li>Google Earth Engine scripts in JavaScript format to generate Landsat 8/9 LST, Sentinel 2 NDVI and NDBI, WorldPop total population, and WorldPop vulnerable population.</li></ol><p dir="ltr">/Input Data</p><ol><li>All spatial data inputs in GeoTIFF format; Land Surface Temperature (LST), Population Density (POPD), Normalised Difference Vegetation Index (NDVI), Normalised Difference Built-Up Index (NDBI), Vulnerable Population (POPV), Index of Relative Socio-economic Advantage and Disadvantage (IRSAD).</li><li>Census data packs in GPKG format containing input data for POPD, POV and IRSAD under Administrative Boundaries (AB) composition.</li></ol><p dir="ltr">/Processing Outputs</p><ol><li>All sub-indices for each spatial weighting technique and each spatial composition framework in GeoTIFF format; Heat Exposure Index (HEI_EQW, HEI_ENW, HEI_PCA), Heat Sensitivity Index (HSI_EQW, HSI_ENW, HSI_PCA), Adapative Capability Index (ACI_EQW, ACI_ENW, ACI_PCA).</li><li>Final composite heat vulnerability index for each weighting technique and spatial composition framework in GeoTIFF format; Heat Vulnerability Index (HVI_EQW, HVI_ENW, HVI_PCA).</li><li>Administrative Boundaries (AB) composition output in GPKG format with all relevant attributes.</li><li>Statistical summaries in Text File format.</li></ol><p></p>
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Where it is published
- DOI doi.org/10.25439/rmt.31829743.v3 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
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Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science · Spatial data and applications · Urban informatics
- Inferred from text
- Text 75%
Provenance · 1 source records, 19 field assertions
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